I use this space to unpack the work I lead—large-scale platforms, hardware-plus-software builds, AI memory systems—as well as the technical ideas I keep tinkering with. Expect opinionated lessons learned, detailed architecture notes, and the occasional musing about where tech is headed next.
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The uncomfortable truth about vector databases and what actually happens when you search millions of high-dimensional embeddings.
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Designing a hybrid retrieval memory fabric that keeps LLM assistants accurate, explainable, and affordable for enterprise workloads.
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Designing a multi-tenant SAP BTP landscape with factoring workflows, CI/CD discipline, and disaster-recovery drills that keep financiers and regulators comfortable.
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The gap between SAP's Clean Core promise and the messy reality of enterprise brownfield systems with decades of custom code — and how BTP helps close it.
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How I turned an electric surfboard concept into a certified, connected product with a cloud‑native platform—hardware, firmware, data, and operations moving in lockstep.
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Replacing ICAD with containerised .NET services, Vue interfaces, and Azure analytics—while rankings, prize money, and player operations kept running.
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How I engineered a SAP BTP architecture that ingests 60 million RFID events per week while staying fast, governable, and ready for SaaS expansion.
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What it took to ship a browser-based streaming platform with zero registration, monetisation hooks, and a go-to-market story that resonated with investors.
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How I turned a proof of concept for extracting voyage timestamps from masters' emails into a secure, human-led machine-assisted platform roadmap.
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How I architected the WTA’s tennis analytics platform—from live data pipelines to predictive leaderboards that keep fans engaged and coaches informed.
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How I engineered SAP’s sailing analytics platform so fans, broadcasters, and crews could see the tactics unfolding in real time.